How I AI
Why I built my own AI environment, how I combine local and cloud models, and why I do not believe one AI should do everything.
Ideas, explanations, and notes from the workbench.
Why I built my own AI environment, how I combine local and cloud models, and why I do not believe one AI should do everything.
Cloudflare is becoming a real cloud platform, built from the edge inward—and AWS, Azure, and Google Cloud should be paying attention.
AI has a new currency. Understanding the cost, performance, and value of tokens is becoming an infrastructure discipline.
The internet is not one network or one owner. It is a physical system of fiber, data centers, exchanges, cables, and commercial agreements controlled by a surprisingly concentrated group.
A practical map of the managed services that make up a modern web application across Cloudflare, AWS, Azure, Google Cloud, and Oracle Cloud.
Buying the fastest drive does not mean you are building the fastest storage system.
Why RAM and SSDs got brutally expensive in 2026—and when it might finally end.
Salesforce spent decades getting companies to live inside its software. Now it is preparing for a future where you might never open it.
You just need to know what you are paying for.
America is protesting the infrastructure it is about to depend on.
The warnings about artificial intelligence deserve to be taken seriously. But in a global technological race, stopping development may create a different kind of danger.